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LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

CavalryOnLinux

A guide to running the Cavalry motion graphics software on Linux using Wine.

This guide has been tested exclusively on Wine 11.

Initial setup

Set up a new prefix

@hubenchang0515
hubenchang0515 / Parsec 代理配置.md
Last active May 10, 2026 14:39
Parsec 代理配置

Parsec 代理配置

Windows 平台上配置文件路径如下:

  • 用户安装: %appdata%\Parsec\config.txt
  • 系统安装: %ProgramData%\Parsec\config.txt

在配置文件中写入代理配置:

@0xfauzi
0xfauzi / agents-md-best-practices.md
Created October 17, 2025 11:08
Agents.md best practices

AGENTS.md Best Practices for AI Coding Assistants: Comprehensive Guide

AGENTS.md has emerged as the de facto open standard for guiding AI coding assistants, now adopted by over 20,000 repositories and formalized in August 2025 through collaboration between OpenAI, Google, Cursor, Factory, and Sourcegraph. This file acts as a "README for machines"—providing structured, technical context that helps AI assistants write better code from the start. For Python + AWS + Terraform projects, a well-crafted AGENTS.md dramatically reduces friction, ensuring generated code follows your conventions, uses the right tools, and adheres to security requirements.

What is AGENTS.md and why it matters

AGENTS.md is a dedicated Markdown file that complements, not replaces, README.md. While README targets human developers with project overviews and quick-start guides, AGENTS.md contains detailed technical instructions specifically for AI coding agents. Think of it as onboarding documentation for an AI team member: ex

@aravindnc
aravindnc / Activate_Windows_8_8.1_10_and_11_Pro_for_Free.md
Created February 19, 2024 17:15
Activate Windows 8, 8.1, 10 and 11 Pro for Free

Activate Windows 8, 8.1, 10 and 11 Pro for Free

A guide how to get and activate Windows 8, 8.1, 10 and 11 Pro for free!

NOTE

If you see the Windows keyboard button in this guide; and you can't find it on your keyboard, you likely have/had Windows 10 which has the button . If you can't find that one, you likely have a PC that has been upgraded to Windows 8/8.1/10/11 from Windows 8.1/8/7/Vista/XP and other ones. If you have one of those, refer the Windows key button to as yours. A list of them is below:

Windows key buttons

- Windows 11

- Windows 10

@hardnold
hardnold / patch-claude-chrome-extension.sh
Created March 18, 2026 14:19
Patches claude's chrome extension to a) use another user agent and b) allows interaction with blocked sites (like reddit.com)
#!/usr/bin/env bash
set -euo pipefail
# ============== CONFIGURATION - EDIT THESE ==============
CHROME_PROFILE="Default" # Common values: "Default", "Profile 1", "Profile 2"
DESTINATION_PATH="$HOME/code/PatchedClaudeChromeExtension"
CHROME_USER_DATA="" # Leave empty for auto-detection
# ========================================================
RED='\033[0;31m'; GREEN='\033[0;32m'; YELLOW='\033[1;33m'
@akella
akella / setup.md
Last active May 10, 2026 14:28
My Setup